3 papers
cs.LG2020
Multi-Objective DNN-based Precoder for MIMO Communications
Xinliang Zhang, Mojtaba Vaezi
This paper introduces a unified deep neural network (DNN)-based precoder for two-user multiple-input multiple-output (MIMO) networks with five objectives: data transmission, energy…
cs.IT2019
Deep Learning based Precoding for the MIMO Gaussian Wiretap Channel
Xinliang Zhang, Mojtaba Vaezi
A novel precoding method based on supervised deep neural networks is introduced for the multiple-input multiple-output Gaussian wiretap channel. The proposed deep learning (DL)-bas…
cs.IT2019
A Rotation-based Method for Precoding in Gaussian MIMOME Channels
Xinliang Zhang, Yue Qi, Mojtaba Vaezi
The problem of maximizing secrecy rate of multiple-input multiple-output multiple-eavesdropper (MIMOME) channels with arbitrary numbers of antennas at each node is studied in this…